DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Increased importance of aerosol–cloud interactions for surface PM2.5 pollution relative to aerosol–radiation interactions in China with the anthropogenic emission reductions

Journal Article · · Atmospheric Chemistry and Physics (Online)

Surface fine particulate matter (PM2.5) pollution can be enhanced by feedback processes induced by aerosol–radiation interactions (ARIs) and aerosol–cloud interactions (ACIs). Many previous studies have reported enhanced PM2.5 concentrations induced by ARIs and ACIs for episodic events in China. However, few studies have examined the changes in the ARI- and ACI-induced PM2.5 enhancements over a long period, though the anthropogenic emissions have changed substantially in the last decade. In this study, we quantify the ARI- and ACI-induced PM2.5 changes for 2013–2021 under different meteorology and emission scenarios using the Weather Research and Forecasting model with Chemistry (WRF-Chem), and we investigate the driving factors behind the changes. Our results show that, in January 2013, when China suffered from the worst PM2.5 pollution, the PM2.5 enhancement induced by ARIs in eastern China (5.59 µg m−3) was larger than that induced by ACIs (3.96 µg m−3). However, the ACI-induced PM2.5 enhancement showed a significantly smaller decrease ratio (51 %) than the ARI-induced enhancement (75 %) for 2013–2021, making ACIs more important for enhancing PM2.5 concentrations in January 2021. Our analyses suggest that the anthropogenic emission reductions played a key role in this shift. Owing to only anthropogenic emission reductions, the ACI-induced PM2.5 enhancement decreased by 43 % in January, which was lower than the decrease ratio of the ARI-induced enhancement (57 %). The relative change in ARI- and ACI-induced PM2.5 enhancement in July was similar to the pattern observed in January, caused by anthropogenic emission reductions. The primary reason for this phenomenon is that the decrease in ambient PM2.5 for 2013–2021 caused a disproportionately small decrease in the liquid water path (LWP) and an increase in the cloud effective radius (Re) under the condition of high PM2.5 concentrations. Therefore, the surface solar radiation attenuation (and, hence, the boundary layer height reduction) caused by ACIs decreased slower than that caused by ARIs. Moreover, the lower decrease ratio of the ACI-induced PM2.5 enhancement was dominated by the lower decrease ratio of ACI-induced secondary PM2.5 component enhancement, which was additionally caused by the smaller decrease ratio of the air temperature reduction and the relative humidity (RH) increase. Our findings indicate that, with the decrease in ambient PM2.5, the ACI-induced PM2.5 enhancement inevitably becomes more important. This needs to be considered in the formulation of control policies to meet the national PM2.5 air quality standard.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE; National Key Research and Development Program of China; National Natural Science Foundation of China
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
2341504
Report Number(s):
PNNL-SA--183362
Journal Information:
Atmospheric Chemistry and Physics (Online), Journal Name: Atmospheric Chemistry and Physics (Online) Journal Issue: 22 Vol. 23; ISSN 1680-7324
Publisher:
Copernicus Publications, EGUCopyright Statement
Country of Publication:
United States
Language:
English

References (54)

Particulate matter pollution over China and the effects of control policies journal April 2017
Aerosol-cloud interaction inferred from MODIS satellite data and global aerosol models journal January 2007
Effect of aerosol-radiation feedback on regional air quality – A case study with WRF/Chem journal June 2012
The Step-Mountain Eta Coordinate Model: Further Developments of the Convection, Viscous Sublayer, and Turbulence Closure Schemes journal May 1994
Air quality and climate change, Topic 3 of the Model Inter-Comparison Study for Asia Phase III (MICS-Asia III) – Part 2: aerosol radiative effects and aerosol feedbacks journal January 2020
Unexpected air pollution with marked emission reductions during the COVID-19 outbreak in China journal June 2020
Parameterization of Orography-Induced Turbulence in a Mesobeta--Scale Model journal August 1989
Uncertainty in modeling dust mass balance and radiative forcing from size parameterization journal January 2013
The spatial distribution of mineral dust and its shortwave radiative forcing over North Africa: modeling sensitivities to dust emissions and aerosol size treatments journal January 2010
Source apportionment of fine particles and its chemical components over the Yangtze River Delta, China during a heavy haze pollution episode journal December 2015
Analysis of the WRF-Chem contributions to AQMEII phase2 with respect to aerosol radiative feedbacks on meteorology and pollutant distributions journal August 2015
New positive feedback mechanism between boundary layer meteorology and secondary aerosol formation during severe haze events journal April 2018
Development of a unit-based industrial emission inventory in the Beijing–Tianjin–Hebei region and resulting improvement in air quality modeling journal March 2019
Mesoscale modelling study of the interactions between aerosols and PBL meteorology during a haze episode in China Jing–Jin–Ji and its near surrounding region – Part 2: Aerosols' radiative feedback effects journal January 2015
Effects of Aerosol on Cloud Liquid Water Path: Statistical Method a Potential Source for Divergence in Past Observation Based Correlative Studies journal March 2015
Source-specific speciation profiles of PM2.5 for heavy metals and their anthropogenic emissions in China journal August 2018
Analysis of meteorology–chemistry interactions during air pollution episodes using online coupled models within AQMEII phase-2 journal August 2015
The dominant role of aerosol-cloud interactions in aerosol-boundary layer feedback: Case studies in three megacities in China journal October 2022
Impact of Cloud Microphysics on the Development of Trailing Stratiform Precipitation in a Simulated Squall Line: Comparison of One- and Two-Moment Schemes journal March 2009
Enhancement of PM 2.5 Concentrations by Aerosol-Meteorology Interactions Over China journal January 2018
Bounding aerosol radiative forcing of climate change posted_content December 2019
Evolution of ozone, particulates, and aerosol direct radiative forcing in the vicinity of Houston using a fully coupled meteorology-chemistry-aerosol model journal January 2006
Estimated Contributions of Emissions Controls, Meteorological Factors, Population Growth, and Changes in Baseline Mortality to Reductions in Ambient PM2.5 and PM2.5-Related Mortality in China, 2013–2017 journal June 2019
Overview of Ice Nucleating Particles journal January 2017
Model for Simulating Aerosol Interactions and Chemistry (MOSAIC) journal January 2008
Enhanced haze pollution by black carbon in megacities in China journal March 2016
Climate Effects of Aerosol-Cloud Interactions journal January 2014
Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models journal January 2008
Aerosol‐Radiation Interactions in China in Winter: Competing Effects of Reduced Shortwave Radiation and Cloud‐Snowfall‐Albedo Feedbacks Under Rapidly Changing Emissions journal May 2022
Enhanced PM2.5 pollution in China due to aerosol-cloud interactions journal June 2017
Aerosol–photolysis interaction reduces particulate matter during wintertime haze events journal April 2020
Role of black carbon in modulating aerosol direct effects driven by air pollution controls during 2013–2017 in China journal August 2022
A scale and aerosol aware stochastic convective parameterization for weather and air quality modeling journal January 2014
An unexpected catalyst dominates formation and radiative forcing of regional haze journal February 2020
The community Noah land surface model with multiparameterization options (Noah-MP): 1. Model description and evaluation with local-scale measurements journal January 2011
Trends in particulate matter and its chemical compositions in China from 2013–2017 journal September 2019
Fast-J: Accurate Simulation of In- and Below-Cloud Photolysis in Tropospheric Chemical Models journal January 2000
Impact of aerosol–meteorology interactions on fine particle pollution during China’s severe haze episode in January 2013 journal September 2014
Global assessment of marine boundary layer cloud droplet number concentration from satellite journal January 2007
Modelling aerosol–cloud–meteorology interaction: A case study with a fully coupled air quality model (GEM-MACH) journal August 2015
Modeling high aerosol loads in China in January 2013 journal December 2017
Simulating aerosol–radiation–cloud feedbacks on meteorology and air quality over eastern China under severe haze conditionsin winter journal March 2015
HONO and its potential source particulate nitrite at an urban site in North China during the cold season journal December 2015
The impact of aerosol–radiation interactions on the effectiveness of emission control measures journal January 2019
HONO Budget and Its Role in Nitrate Formation in the Rural North China Plain journal August 2020
Modeling study of regional severe hazes over mid-eastern China in January 2013 and its implications on pollution prevention and control journal December 2013
Improving our fundamental understanding of the role of aerosol−cloud interactions in the climate system journal May 2016
Emission trends of air pollutants and CO2 in China from 2005 to 2021 journal June 2023
Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature) journal January 2006
Aging of biogenic secondary organic aerosol via gas-phase OH radical reactions journal August 2012
A parameterization of aerosol activation 3. Sectional representation journal January 2002
Impact on modeled cloud characteristics due to simplified treatment of uniform cloud condensation nuclei during NEAQS 2004 journal January 2007
Modeling organic aerosols in a megacity: comparison of simple and complex representations of the volatility basis set approach journal January 2011
The Earth’s Energy Budget, Climate Feedbacks and Climate Sensitivity book July 2023